Causal Inference with Super Learner and Deep Neural Networks

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Documentation for package ‘DeepLearningCausal’ version 0.0.106

• DESCRIPTION file.

Help Pages

complier_mod	Train complier model using ensemble methods
complier_predict	Complier model prediction
exp_data	Survey Experiment of Support for Populist Policy
exp_data_full	Survey Experiment of Support for Populist Policy
hte_plot	hte_plot
metalearner_deepneural	metalearner_deepneural
metalearner_ensemble	metalearner_ensemble
neuralnet_complier_mod	Train compliance model using neural networks
neuralnet_pattc_counterfactuals	Assess Population Data counterfactuals
neuralnet_predict	Predicting Compliance from experimental data
neuralnet_response_model	Modeling Responses from experimental data Using Deep NN
pattc_counterfactuals	Assess Population Data counterfactuals
pattc_deepneural	Estimate PATT_C using Deep NN
pattc_ensemble	PATT_C SL Ensemble
plot.metalearner_deepneural	plot.metalearner_deepneural
plot.metalearner_ensemble	plot.metalearner_ensemble
plot.pattc_deepneural	plot.pattc_deepneural
plot.pattc_ensemble	plot.pattc_ensemble
pop_data	World Value Survey India Sample
pop_data_full	World Value Survey India Sample
print.metalearner_deepneural	print.metalearner_deepneural
print.metalearner_ensemble	print.metalearner_ensemble
print.pattc_deepneural	print.pattc_deepneural
print.pattc_ensemble	print.pattc_ensemble
response_model	Response model from experimental data using SL ensemble